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ResearchFormerly WizWand

Average Treatment Effect Estimation on Synthetic Data

0.176Averaged MSEadaptive-balance
-35,719.81696205,390.13552446,500.088687,610.04048Feb 14, 2025
Updated 6mo ago

Evaluation results

MethodLinks
adaptive-balanceSampling Ratio=0.82025.020.176
adaptive-pluginSampling Ratio=0.42025.020.196
adaptive-balanceSampling Ratio=0.72025.020.198
adaptive-balanceSampling Ratio=0.92025.020.203
adaptive-balanceSampling Ratio=0.22025.020.227
adaptive-balanceSampling Ratio=0.42025.020.236
adaptive-balanceSampling Ratio=0.62025.020.246
adaptive-balanceSampling Ratio=0.52025.020.265
adaptive-balanceSampling Ratio=0.32025.020.276
active-evarSampling Ratio=0.12025.020.313
adaptive-pluginSampling Ratio=0.62025.020.449
adaptive-balanceSampling Ratio=0.12025.020.471
adaptive-pluginSampling Ratio=0.92025.020.481
adaptive-pluginSampling Ratio=0.72025.020.507
adaptive-pluginSampling Ratio=0.52025.020.83
adaptive-pluginSampling Ratio=0.32025.020.831
adaptive-pluginSampling Ratio=0.82025.020.93
randomSampling Ratio=0.82025.020.956
randomSampling Ratio=0.92025.020.987
adaptive-pluginSampling Ratio=0.22025.021.17
randomSampling Ratio=0.72025.021.46
randomSampling Ratio=0.42025.021.54
randomSampling Ratio=0.62025.021.61
adaptive-pluginSampling Ratio=0.12025.021.7
randomSampling Ratio=0.52025.021.7
randomSampling Ratio=0.32025.022.19
randomSampling Ratio=0.22025.024.56
active-greedySampling Ratio=0.12025.026.13
randomSampling Ratio=0.12025.028.99
active-mvarSampling Ratio=0.12025.0210.6
active-evarSampling Ratio=0.22025.0217.3
active-greedySampling Ratio=0.22025.0279.9
active-evarSampling Ratio=0.32025.0285.1
active-mvarSampling Ratio=0.22025.0294.3
active-mvarSampling Ratio=0.32025.02314
active-greedySampling Ratio=0.32025.02369
active-evarSampling Ratio=0.42025.02579
active-greedySampling Ratio=0.42025.02852
active-mvarSampling Ratio=0.42025.02883
active-evarSampling Ratio=0.52025.021,310
active-greedySampling Ratio=0.52025.021,990
active-mvarSampling Ratio=0.52025.022,170
active-evarSampling Ratio=0.62025.023,870
active-greedySampling Ratio=0.62025.025,060
active-mvarSampling Ratio=0.62025.025,700
active-mvarSampling Ratio=0.72025.0212,100
active-evarSampling Ratio=0.72025.0212,700
active-greedySampling Ratio=0.72025.0213,300
active-mvarSampling Ratio=0.82025.0238,700
active-evarSampling Ratio=0.82025.0250,300
active-greedySampling Ratio=0.82025.0250,900
active-greedySampling Ratio=0.92025.02295,000
active-mvarSampling Ratio=0.92025.02299,000
active-evarSampling Ratio=0.92025.02893,000